Applying Trust Metrics Based on User Interactions to Recommendation in Social Networks. - Alberto Lumbreras; Ricard Gavaldà (ASONAM, 2012)

Analyse des rôles dans les communautés virtuelles : définitions et premières expérimentations sur IMDb. - Alberto Lumbreras; James Lanagan; Julien Velcin; Bertrand Jouve (CoRR, 2013)

Automatic role detection in online forums. (Détection automatique des rôles dans les forums en ligne). - Alberto Lumbreras (2016)

Non-parametric clustering over user features and latent behavioral functions with dual-view mixture models. - Alberto Lumbreras; Julien Velcin; Marie Guégan; Bertrand Jouve (Comput. Stat., 2017)

Role detection in online forums based on growth models for trees. - Alberto Lumbreras; Bertrand Jouve; Julien Velcin; Marie Guégan (Soc. Netw. Anal. Min., 2017)

Closed-form Marginal Likelihood in Gamma-Poisson Matrix Factorization. - Louis Filstroff; Alberto Lumbreras; Cédric Févotte (ICML, 2018)

Closed-form marginal likelihood in Gamma-Poisson factorization. - Louis Filstroff; Alberto Lumbreras; Cédric Févotte (CoRR, 2018)

Bayesian mean-parameterized nonnegative binary matrix factorization. - Alberto Lumbreras; Louis Filstroff; Cédric Févotte (Data Min. Knowl. Discov., 2020)

Bayesian Causal Inference for Real World Interactive Systems. - Nicolas Chopin; Mike Gartrell; Dawen Liang; Alberto Lumbreras; David Rohde; Yixin Wang 002 (KDD, 2021)

Learning from Multiple Sources for Data-to-Text and Text-to-Data. - Song Duong; Alberto Lumbreras; Mike Gartrell; Patrick Gallinari (AISTATS, 2023)

Evaluating the Generalization Property of Prefix-based Methods for Data-to-text Generation. - Clarine Vongpaseut; Alberto Lumbreras; Mike Gartrell; Patrick Gallinari (CORIA-TALN (2), 2023)

LOCOST: State-Space Models for Long Document Abstractive Summarization. - Florian Le Bronnec; Song Duong; Mathieu Ravaut; Alexandre Allauzen; Nancy F. Chen; Vincent Guigue; Alberto Lumbreras; Laure Soulier; Patrick Gallinari (EACL (1), 2024)

LOCOST: Modèles Espace-État pour le Résumé Abstractif de Documents Longs. - Florian Le Bronnec; Song Duong; Alexandre Allauzen; Vincent Guigue; Alberto Lumbreras; Laure Soulier; Patrick Gallinari (TALN (2), 2024)

SCOPE: A Self-supervised Framework for Improving Faithfulness in Conditional Text Generation. - Song Duong; Florian Le Bronnec; Alexandre Allauzen; Vincent Guigue; Alberto Lumbreras; Laure Soulier; Patrick Gallinari (ICLR, 2025)